week3 YVR heat wave analysis
alex lin
June 28, 2024
Data
basic EDA
check wrangling data
check temp dist for in a random day from all year value
## STATION_NAME
## 1 VANCOUVER INT'L A
## 2 VANCOUVER INTL Aget 90th from the all year for all day value
Plot
EHF plot
## [1] 2021 2009 1941 1942 1961 1970 1998 1997 1996 1969 2013 2023 2006
## plot given year temp dist vs baseline 90th
## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
plot all year temp in grey vs baseline
## Warning: Removed 300 rows containing missing values or values outside the scale range
## (`geom_line()`).## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
Analyze the hw
hw dist for certain 1 year
prepare for the data
## # A tibble: 40 × 7
## Month Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
## <int> <int> <dbl> <dbl> <dbl> <lgl> <dbl>
## 1 1 4 9.61 10.4 4 TRUE 1
## 2 1 9 9.8 10.5 9 TRUE 1
## 3 1 10 9.82 11.1 10 TRUE 2
## 4 1 11 10 10.2 11 TRUE 3
## 5 1 12 10 11.3 12 TRUE 4
## 6 3 18 13.2 14 77 TRUE 1
## 7 3 19 13.3 15.4 78 TRUE 2
## 8 3 20 13.3 13.7 79 TRUE 3
## 9 3 21 13.3 16.7 80 TRUE 4
## 10 3 22 13.3 17.3 81 TRUE 5
## # ℹ 30 more rowsplot hw analysis for all year
plot overall count of hw through years
plot for heat map
